Introduction to Machine Learning for Developers

Today, I want to talk about one of the most popular topic students want to learn. This is “Introduction to Machine Learning for Developers” Let me start a tutorial about that: Machine learning (ML) is transforming industries, revolutionizing everything from search engines to autonomous vehicles. For developers eager to expand their skill set and dive … Read more

OpenAI o3-mini(high): Pushing the Frontier of Cost-Effective Reasoning

OpenAI o3-mini have been finally released! Let’s look at their official announcment, deeply. They are releasing OpenAI o3-mini, the newest and most cost-efficient model in their reasoning series, available in both ChatGPT and the API today. o3mini(high), even though, it is mini version, it surpasses o1 in benchmarks. It is quite surprise and I wonder … Read more

Best Ways to Run LLM Locally on Mac

Best Ways to Run Large Language Models (LLMs) on Mac in 2025 Best Ways to Run LLM on Mac: Introduction As AI technology advances, running large language models (LLMs) locally on personal devices, including Mac computers, has become more feasible. In 2025, Apple’s latest MacBook Pro lineup featuring M4 Pro and M4 Max chips, improved … Read more

Sorry, deepseek search service is busy. please disable search or try again later. Error Solution

DeepSeek Error: “Sorry, deepseek search service is busy. please disable search or try again later.” Causes and Solutions Sorry, deepseek search service is busy. please disable search or try again later. Error Solution: Introduction DeepSeek has rapidly gained popularity as a powerful AI chatbot, competing with industry leaders such as ChatGPT and Claude. However, many … Read more

Qwen 2.5 Max vs. DeepSeek V3 (R1) Benchmark

Hi Everyone, I would like to compare Qwen 2.5 Max with DeepSeek V3 (R1) with benchmark details. Qwen 2.5 Max vs. DeepSeek V3 (R1) Benchmark: Introduction With the rapid advancements in AI, the battle between leading language models continues to intensify. Alibaba’s Qwen 2.5 Max and DeepSeek V3 (R1) are two of the most powerful … Read more

How DeepSeek’s R1 Model is Revolutionizing AI and Disrupting Big Tech

Last week, Chinese AI company DeepSeek made waves in the technology world with the release of their open-source R1 model. This breakthrough not only surpasses OpenAI’s $200/month “Reasoning 01” model but also outperforms competitors like Claude, Sonet, and Gemini on key benchmarks. It has become the talk of the internet, even passing informal tests like … Read more

Lightpanda Headless Browser: Github 1,083 stars just today!

Getting Started with Lightpanda Browser: The Lightweight Headless Browser for Modern Web Automation The Lightpanda Browser has made waves in the developer community, earning 1,083 stars just today on GitHub! (January 25th, 2025) Built for performance and designed specifically for headless usage, Lightpanda is a revolutionary alternative to traditional headless browsers like Chrome. It offers … Read more